Title :

A Bayesian Framework for 3D Models Retrieval Based on Characteristic Views

Author(s) :

Filali Ansary, Tarik [Auteur]
FOX MIIRE [LIFL]
Vandeborre, Jean-Philippe [Auteur correspondant]
FOX MIIRE [LIFL]
Mahmoudi, Saïd [Auteur]
FOX MIIRE [LIFL]
Daoudi, Mohamed [Auteur]
FOX MIIRE [LIFL]

Conference title :

2nd IEEE International Symposium on 3D Data Processing , Visualization and Transmission (3DPVT'04)

City :

Thessaloniki

Country :

Grèce

Start date of the conference :

2004-09-06

Book title :

2nd IEEE International Symposium on 3D Data Processing , Visualization and Transmission (3DPVT'04)

Publication date :

2004-09-06

English keyword(s) :

3D-model
retrieval
indexing
characteristic views
bayesian probabilities

HAL domain(s) :

Informatique [cs]/Vision par ordinateur et reconnaissance de formes [cs.CV]

English abstract : [en]

The management of big databases of three-dimensional models (used in CAD applications, visualization, games, etc.) is a very important domain. The ability to characterize and easily retrieve models is a key issue for the ...
Show more >The management of big databases of three-dimensional models (used in CAD applications, visualization, games, etc.) is a very important domain. The ability to characterize and easily retrieve models is a key issue for the designers and the final users. In this frame, two main approaches exist: search by example of a three-dimensional model, and search by a 2D view. In this paper, we present a novel framework for the characterization of a 3D model by a set of views (called characteristic views), and an indexing process of these models with a Bayesian probabilistic approach us- ing the characteristic views. The framework is independent from the descriptor used for the indexing. We illustrate our results using different descriptors on a collection of three- dimensional models supplied by Renault Group.Show less >

Language :

Anglais

Peer reviewed article :

Oui

Audience :

Internationale

Popular science :

Non

Collections :

• Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL) - UMR 9189

Source :

Harvested from HAL